Data Labelling for Nurses Dataset

An example script to label the data for the paper A multimodal sensor dataset for continuous stress detection of nurses in a hospital

Quickstart

• The dataset files (Stress_dataset.zip and SurveyResults.xlsx) can be found here
• git clone https://github.com/soon-jynn-chu/label_nurses_dataset.git
• Install dependencies pip install numpy pandas openpyxl
• Edit the configurations in opts.py as needed
• Execute the file python main.py

Note

• Entire process will take a few minutes (~5 minutes for 15 cores), specify more cores in opts.py to speed up
• Not including IBI and BVP signals